2 papers
cs.LG2026
Non-linear PCA via Evolution Strategies: a Novel Objective Function
Thomas Uriot, Elise Chung
Principal Component Analysis (PCA) is a powerful and popular dimensionality reduction technique. However, due to its linear nature, it often fails to capture the complex underlying…
cs.CL2024
On Debiasing Text Embeddings Through Context Injection
Thomas Uriot
Current advances in Natural Language Processing (NLP) have made it increasingly feasible to build applications leveraging textual data. Generally, the core of these applications re…